Artificial neural network modeling of speech production based on articulatory dynamics 調音器官動特性に基づく音声生成人工神経回路モデルに関する研究

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Author

    • 平山, 亮 ヒラヤマ, マコト

Bibliographic Information

Title

Artificial neural network modeling of speech production based on articulatory dynamics

Other Title

調音器官動特性に基づく音声生成人工神経回路モデルに関する研究

Author

平山, 亮

Author(Another name)

ヒラヤマ, マコト

University

早稲田大学

Types of degree

博士 (工学)

Grant ID

乙第1194号

Degree year

1996-03-07

Note and Description

博士論文

制度:新 ; 文部省報告番号:乙1194号 ; 学位の種類:博士(工学) ; 授与年月日:1996/3/7 ; 早大学位記番号:新2340 ; 理工学図書館請求番号:1989

本文PDFは平成22年度国立国会図書館の学位論文(博士)のデジタル化実施により作成された画像ファイルをPDFに変換したものである。

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Table of Contents

  1. Contents / p3 (0003.jp2)
  2. Abstract / p7 (0005.jp2)
  3. Acknowledgment / p11 (0007.jp2)
  4. Chapter1 Prologue / p1 (0008.jp2)
  5. 1.1 Introduction / p3 (0009.jp2)
  6. 1.2 Background / p3 (0009.jp2)
  7. 1.3 Purpose and Approach / p8 (0012.jp2)
  8. 1.4 Contents / p8 (0012.jp2)
  9. Chapter2 A Control Strategy for Aimed Movements / p11 (0013.jp2)
  10. 2.1 Introduction / p13 (0014.jp2)
  11. 2.2 Minimum-Torque-Change Criterion / p14 (0015.jp2)
  12. 2.3 Neural Network Modeling of Aimed Movements / p16 (0016.jp2)
  13. 2.4 Simulation Method / p27 (0021.jp2)
  14. 2.5 Simulation Results and Discussion / p29 (0022.jp2)
  15. 2.6 Conclusion / p33 (0024.jp2)
  16. Chapter3 Forward Dynamics Modeling of Speech Production / p47 (0031.jp2)
  17. 3.1 Introduction / p49 (0032.jp2)
  18. 3.2 Physiology of Speech Production / p49 (0032.jp2)
  19. 3.3 Schematic Modeling of Speech Production / p51 (0033.jp2)
  20. 3.4 Experiments and Data Signal Processing / p53 (0034.jp2)
  21. 3.5 Neural Network Modeling of Musculo-Skeletal System / p54 (0035.jp2)
  22. 3.6 Simulation Results / p55 (0035.jp2)
  23. 3.7 Analysis of Network Weights / p56 (0036.jp2)
  24. 3.8 Estimation of Dynamic Parameters / p56 (0036.jp2)
  25. 3.9 Motor Command Generation Using Cascade Neural Network Model / p57 (0036.jp2)
  26. 3.10 Conclusion / p59 (0037.jp2)
  27. Chapter4 Forward Dynamics Modeling of Musculo-Skeletal System for Real Speeech / p73 (0044.jp2)
  28. 4.1 Introduction / p75 (0045.jp2)
  29. 4.2 Experiment and Data Signal Processing / p76 (0046.jp2)
  30. 4.3 Neural Network Modeling / p77 (0046.jp2)
  31. 4.4 Simulation Results / p80 (0048.jp2)
  32. 4.5 Discussion / p80 (0048.jp2)
  33. 4.6 Conclusion / p82 (0049.jp2)
  34. Chapter5 Lip Movement Prediction from Surface EMG / p93 (0054.jp2)
  35. 5.1 Introduction / p95 (0055.jp2)
  36. 5.2 Experimental Data Processing / p96 (0056.jp2)
  37. 5.3 Neural Network Modeling / p98 (0057.jp2)
  38. 5.4 Simulation Results / p99 (0057.jp2)
  39. 5.5 Discussion / p100 (0058.jp2)
  40. 5.6 Conclusion / p101 (0058.jp2)
  41. Chapter6 Inverse Dynamics Modeling of Musculo-Skeletal System / p109 (0062.jp2)
  42. 6.1 Introduction / p111 (0063.jp2)
  43. 6.2 Inverse Dynamics Modeling of Musculo-Skeletal System / p111 (0063.jp2)
  44. 6.3 Motor Command Generation Using Forward uid Inverse Relaxation Model / p113 (0064.jp2)
  45. 6.4 Conclusion / p115 (0065.jp2)
  46. Chapter7 Forward Acoustic Modeling / p123 (0069.jp2)
  47. 7.1 Introduction / p125 (0070.jp2)
  48. 7.2 Neural Network Modeling / p126 (0071.jp2)
  49. 7.3 Experimental Data Processing / p127 (0071.jp2)
  50. 7.4 PARCOR Parameter Estimation Results / p128 (0072.jp2)
  51. 7.5 Acoustic Wave Generation / p129 (0072.jp2)
  52. 7.6 Conclusion / p130 (0073.jp2)
  53. Chapter8 Epilogue / p143 (0079.jp2)
  54. References / p149 (0082.jp2)
  55. List of Publications / p163 (0089.jp2)
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Codes

  • NII Article ID (NAID)
    500000132504
  • NII Author ID (NRID)
    • 8000000967120
  • DOI(NDL)
  • Text Lang
    • eng
  • NDLBibID
    • 000000296818
  • Source
    • Institutional Repository
    • NDL ONLINE
    • NDL Digital Collections

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